Overview
Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 702 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 147.8 KiB |
| Average record size in memory | 215.6 B |
Variable types
| Text | 2 |
|---|---|
| DateTime | 1 |
| Categorical | 6 |
| Numeric | 14 |
Abdominal Circumference (cm) is highly overall correlated with Waist-to-Height Ratio | High correlation |
BMI is highly overall correlated with CVD Risk Score and 1 other fields | High correlation |
CVD Risk Score is highly overall correlated with BMI | High correlation |
Estimated LDL (mg/dL) is highly overall correlated with Total Cholesterol (mg/dL) | High correlation |
Height (cm) is highly overall correlated with Height (m) | High correlation |
Height (m) is highly overall correlated with Height (cm) | High correlation |
Total Cholesterol (mg/dL) is highly overall correlated with Estimated LDL (mg/dL) | High correlation |
Waist-to-Height Ratio is highly overall correlated with Abdominal Circumference (cm) | High correlation |
Weight (kg) is highly overall correlated with BMI | High correlation |
Family History of CVD is uniformly distributed | Uniform |
Patient ID has unique values | Unique |
Reproduction
| Analysis started | 2026-02-15 16:50:41.037687 |
|---|---|
| Analysis finished | 2026-02-15 16:50:49.488107 |
| Duration | 8.45 seconds |
| Software version | ydata-profiling vv4.18.1 |
| Download configuration | config.json |
Variables
Patient ID
Text
Unique
| Distinct | 702 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.1 KiB |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Unique
| Unique | 702 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | LNRS9347 |
|---|---|
| 2nd row | fqjX3678 |
| 3rd row | CCCH7410 |
| 4th row | yddj0838 |
| 5th row | QpUA6118 |
| Value | Count | Frequency (%) |
| lnrs9347 | 1 | 0.1% |
| fqjx3678 | 1 | 0.1% |
| ccch7410 | 1 | 0.1% |
| yddj0838 | 1 | 0.1% |
| qpua6118 | 1 | 0.1% |
| kqce1366 | 1 | 0.1% |
| oloq3460 | 1 | 0.1% |
| cgwk5681 | 1 | 0.1% |
| osqq7069 | 1 | 0.1% |
| hdlo0262 | 1 | 0.1% |
| Other values (692) | 692 |
Most occurring characters
| Value | Count | Frequency (%) |
| 9 | 296 | 5.3% |
| 8 | 291 | 5.2% |
| 7 | 289 | 5.1% |
| 6 | 288 | 5.1% |
| 1 | 285 | 5.1% |
| 0 | 285 | 5.1% |
| 5 | 279 | 5.0% |
| 2 | 277 | 4.9% |
| 3 | 268 | 4.8% |
| 4 | 250 | 4.5% |
| Other values (52) | 2808 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5616 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 9 | 296 | 5.3% |
| 8 | 291 | 5.2% |
| 7 | 289 | 5.1% |
| 6 | 288 | 5.1% |
| 1 | 285 | 5.1% |
| 0 | 285 | 5.1% |
| 5 | 279 | 5.0% |
| 2 | 277 | 4.9% |
| 3 | 268 | 4.8% |
| 4 | 250 | 4.5% |
| Other values (52) | 2808 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5616 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 9 | 296 | 5.3% |
| 8 | 291 | 5.2% |
| 7 | 289 | 5.1% |
| 6 | 288 | 5.1% |
| 1 | 285 | 5.1% |
| 0 | 285 | 5.1% |
| 5 | 279 | 5.0% |
| 2 | 277 | 4.9% |
| 3 | 268 | 4.8% |
| 4 | 250 | 4.5% |
| Other values (52) | 2808 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5616 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 9 | 296 | 5.3% |
| 8 | 291 | 5.2% |
| 7 | 289 | 5.1% |
| 6 | 288 | 5.1% |
| 1 | 285 | 5.1% |
| 0 | 285 | 5.1% |
| 5 | 279 | 5.0% |
| 2 | 277 | 4.9% |
| 3 | 268 | 4.8% |
| 4 | 250 | 4.5% |
| Other values (52) | 2808 |
Date of Service
Date
| Distinct | 587 |
|---|---|
| Distinct (%) | 83.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.1 KiB |
| Minimum | 2020-01-02 00:00:00 |
|---|---|
| Maximum | 2025-12-30 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 357 | |
| 0 | 345 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 357 | |
| 0 | 345 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 357 | |
| 0 | 345 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 702 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 357 | |
| 0 | 345 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 702 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 357 | |
| 0 | 345 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 702 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 357 | |
| 0 | 345 |
Age
Real number (ℝ)
| Distinct | 56 |
|---|---|
| Distinct (%) | 8.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.987826 |
| Minimum | 6.99 |
|---|---|
| Maximum | 88.464 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 6.99 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 37 |
| median | 46 |
| Q3 | 56 |
| 95-th percentile | 70 |
| Maximum | 88.464 |
| Range | 81.474 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 12.550381 |
|---|---|
| Coefficient of variation (CV) | 0.26709857 |
| Kurtosis | -0.25358917 |
| Mean | 46.987826 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.44489773 |
| Sum | 32985.454 |
| Variance | 157.51207 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 39 | 25 | 3.6% |
| 48 | 24 | 3.4% |
| 49 | 24 | 3.4% |
| 50 | 24 | 3.4% |
| 33 | 24 | 3.4% |
| 32 | 24 | 3.4% |
| 31 | 23 | 3.3% |
| 56 | 22 | 3.1% |
| 37 | 22 | 3.1% |
| 38 | 21 | 3.0% |
| Other values (46) | 469 |
| Value | Count | Frequency (%) |
| 6.99 | 1 | 0.1% |
| 25 | 5 | 0.7% |
| 26 | 5 | 0.7% |
| 27 | 6 | 0.9% |
| 28 | 4 | 0.6% |
| 29 | 6 | 0.9% |
| 30 | 16 | |
| 31 | 23 | |
| 32 | 24 | |
| 33 | 24 |
| Value | Count | Frequency (%) |
| 88.464 | 1 | 0.1% |
| 79 | 5 | |
| 78 | 3 | 0.4% |
| 76 | 5 | |
| 75 | 9 | |
| 74 | 2 | 0.3% |
| 73 | 3 | 0.4% |
| 72 | 5 | |
| 71 | 2 | 0.3% |
| 70 | 5 |
Weight (kg)
Real number (ℝ)
High correlation
| Distinct | 591 |
|---|---|
| Distinct (%) | 84.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 86.455032 |
| Minimum | 13.261 |
|---|---|
| Maximum | 149.877 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 13.261 |
|---|---|
| 5-th percentile | 52.9078 |
| Q1 | 66.66775 |
| median | 87.65 |
| Q3 | 105.99375 |
| 95-th percentile | 117.295 |
| Maximum | 149.877 |
| Range | 136.616 |
| Interquartile range (IQR) | 39.326 |
Descriptive statistics
| Standard deviation | 22.089076 |
|---|---|
| Coefficient of variation (CV) | 0.25549787 |
| Kurtosis | -0.98807009 |
| Mean | 86.455032 |
| Median Absolute Deviation (MAD) | 19.917 |
| Skewness | -0.15370189 |
| Sum | 60691.432 |
| Variance | 487.92729 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100.4 | 4 | 0.6% |
| 116.2 | 4 | 0.6% |
| 66 | 3 | 0.4% |
| 52.9 | 3 | 0.4% |
| 72.8 | 3 | 0.4% |
| 78.4 | 3 | 0.4% |
| 118.4 | 3 | 0.4% |
| 54.3 | 3 | 0.4% |
| 116.5 | 3 | 0.4% |
| 51.6 | 3 | 0.4% |
| Other values (581) | 670 |
| Value | Count | Frequency (%) |
| 13.261 | 1 | |
| 19.578 | 1 | |
| 21.316 | 1 | |
| 46.65093602 | 1 | |
| 50.2 | 1 | |
| 50.307 | 1 | |
| 50.343 | 1 | |
| 50.4 | 1 | |
| 50.428 | 1 | |
| 50.6 | 2 |
| Value | Count | Frequency (%) |
| 149.877 | 1 | |
| 132.8234247 | 1 | |
| 124.3665042 | 1 | |
| 121.200539 | 1 | |
| 120 | 1 | |
| 119.9 | 1 | |
| 119.571 | 1 | |
| 119.5 | 2 | |
| 119.2 | 1 | |
| 119.063 | 1 |
Height (m)
Real number (ℝ)
High correlation
| Distinct | 240 |
|---|---|
| Distinct (%) | 34.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7558129 |
| Minimum | 1.1960621 |
|---|---|
| Maximum | 2.175578 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 1.1960621 |
|---|---|
| 5-th percentile | 1.5633 |
| Q1 | 1.66 |
| median | 1.76 |
| Q3 | 1.849645 |
| 95-th percentile | 1.9659 |
| Maximum | 2.175578 |
| Range | 0.9795159 |
| Interquartile range (IQR) | 0.189645 |
Descriptive statistics
| Standard deviation | 0.1235242 |
|---|---|
| Coefficient of variation (CV) | 0.070351575 |
| Kurtosis | 0.34754014 |
| Mean | 1.7558129 |
| Median Absolute Deviation (MAD) | 0.09 |
| Skewness | -0.032594218 |
| Sum | 1232.5807 |
| Variance | 0.015258229 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.81 | 21 | 3.0% |
| 1.89 | 21 | 3.0% |
| 1.63 | 20 | 2.8% |
| 1.66 | 20 | 2.8% |
| 1.76 | 19 | 2.7% |
| 1.83 | 18 | 2.6% |
| 1.69 | 18 | 2.6% |
| 1.85 | 18 | 2.6% |
| 1.7 | 17 | 2.4% |
| 1.73 | 17 | 2.4% |
| Other values (230) | 513 |
| Value | Count | Frequency (%) |
| 1.196062136 | 1 | |
| 1.388 | 1 | |
| 1.41 | 1 | |
| 1.463412148 | 1 | |
| 1.490997907 | 1 | |
| 1.503 | 1 | |
| 1.507 | 2 | |
| 1.507407239 | 1 | |
| 1.508 | 1 | |
| 1.509 | 1 |
| Value | Count | Frequency (%) |
| 2.175578037 | 1 | |
| 2.146 | 1 | |
| 2.139 | 1 | |
| 2.125544598 | 1 | |
| 2.11 | 1 | |
| 2.079703135 | 1 | |
| 2.036841132 | 1 | |
| 2 | 1 | |
| 1.998 | 2 | |
| 1.995377118 | 1 |
BMI
Real number (ℝ)
High correlation
| Distinct | 486 |
|---|---|
| Distinct (%) | 69.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.724641 |
| Minimum | 5.184 |
|---|---|
| Maximum | 53.028 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 5.184 |
|---|---|
| 5-th percentile | 17.8 |
| Q1 | 22.69625 |
| median | 28.5565 |
| Q3 | 34.375 |
| 95-th percentile | 39.9784 |
| Maximum | 53.028 |
| Range | 47.844 |
| Interquartile range (IQR) | 11.67875 |
Descriptive statistics
| Standard deviation | 7.4897382 |
|---|---|
| Coefficient of variation (CV) | 0.26074262 |
| Kurtosis | -0.44373615 |
| Mean | 28.724641 |
| Median Absolute Deviation (MAD) | 5.86 |
| Skewness | 0.22792941 |
| Sum | 20164.698 |
| Variance | 56.096178 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 31.2 | 6 | 0.9% |
| 19.5 | 5 | 0.7% |
| 33.4 | 5 | 0.7% |
| 22.8 | 5 | 0.7% |
| 31.8 | 4 | 0.6% |
| 33.8 | 4 | 0.6% |
| 39.1 | 4 | 0.6% |
| 20.3 | 4 | 0.6% |
| 19.7 | 4 | 0.6% |
| 30.8 | 4 | 0.6% |
| Other values (476) | 657 |
| Value | Count | Frequency (%) |
| 5.184 | 1 | 0.1% |
| 15 | 2 | |
| 15.1 | 1 | 0.1% |
| 15.3 | 1 | 0.1% |
| 15.4 | 2 | |
| 15.6 | 1 | 0.1% |
| 15.7 | 1 | 0.1% |
| 15.8 | 2 | |
| 16 | 1 | 0.1% |
| 16.3 | 3 |
| Value | Count | Frequency (%) |
| 53.028 | 1 | |
| 52.74 | 1 | |
| 52.192 | 1 | |
| 52.136 | 1 | |
| 51.984 | 1 | |
| 46.1 | 1 | |
| 44.8 | 1 | |
| 44.7 | 1 | |
| 44.2 | 1 | |
| 44 | 1 |
Abdominal Circumference (cm)
Real number (ℝ)
High correlation
| Distinct | 529 |
|---|---|
| Distinct (%) | 75.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 92.041624 |
| Minimum | 49.542 |
|---|---|
| Maximum | 136.336 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 49.542 |
|---|---|
| 5-th percentile | 72.505 |
| Q1 | 80.37725 |
| median | 91.55 |
| Q3 | 102.5 |
| 95-th percentile | 113.0526 |
| Maximum | 136.336 |
| Range | 86.794 |
| Interquartile range (IQR) | 22.12275 |
Descriptive statistics
| Standard deviation | 13.395558 |
|---|---|
| Coefficient of variation (CV) | 0.14553804 |
| Kurtosis | -0.46310482 |
| Mean | 92.041624 |
| Median Absolute Deviation (MAD) | 11.05 |
| Skewness | 0.27099055 |
| Sum | 64613.22 |
| Variance | 179.44097 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 99.1 | 6 | 0.9% |
| 76.3 | 5 | 0.7% |
| 96.6 | 5 | 0.7% |
| 79.3 | 4 | 0.6% |
| 100.6 | 4 | 0.6% |
| 86.9 | 4 | 0.6% |
| 75.1 | 4 | 0.6% |
| 96.3 | 4 | 0.6% |
| 76.7 | 4 | 0.6% |
| 78.1 | 4 | 0.6% |
| Other values (519) | 658 |
| Value | Count | Frequency (%) |
| 49.542 | 1 | 0.1% |
| 70.091 | 1 | 0.1% |
| 70.1 | 1 | 0.1% |
| 70.184 | 1 | 0.1% |
| 70.2 | 1 | 0.1% |
| 70.5 | 2 | |
| 70.6 | 3 | |
| 70.8 | 1 | 0.1% |
| 70.9 | 1 | 0.1% |
| 70.902 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 136.336 | 1 | |
| 136.319 | 1 | |
| 133.846 | 1 | |
| 133.065 | 1 | |
| 132.861 | 1 | |
| 119.996 | 1 | |
| 119.874 | 1 | |
| 119.736 | 1 | |
| 119.495 | 1 | |
| 119.484 | 1 |
| Distinct | 648 |
|---|---|
| Distinct (%) | 92.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.1 KiB |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.011396 |
| Min length | 5 |
Unique
| Unique | 598 ? |
|---|---|
| Unique (%) | 85.2% |
Sample
| 1st row | 111/76 |
|---|---|
| 2nd row | 118/78 |
| 3rd row | 150/97 |
| 4th row | 122/115 |
| 5th row | 147/90 |
| Value | Count | Frequency (%) |
| 111/97 | 3 | 0.4% |
| 143/67 | 3 | 0.4% |
| 129/61 | 3 | 0.4% |
| 126/86 | 3 | 0.4% |
| 127/98 | 2 | 0.3% |
| 116/69 | 2 | 0.3% |
| 136/61 | 2 | 0.3% |
| 91/79 | 2 | 0.3% |
| 125/73 | 2 | 0.3% |
| 134/88 | 2 | 0.3% |
| Other values (638) | 678 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1027 | |
| / | 702 | |
| 9 | 373 | 8.8% |
| 6 | 330 | 7.8% |
| 7 | 294 | 7.0% |
| 0 | 290 | 6.9% |
| 8 | 283 | 6.7% |
| 3 | 248 | 5.9% |
| 4 | 237 | 5.6% |
| 2 | 236 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4220 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1027 | |
| / | 702 | |
| 9 | 373 | 8.8% |
| 6 | 330 | 7.8% |
| 7 | 294 | 7.0% |
| 0 | 290 | 6.9% |
| 8 | 283 | 6.7% |
| 3 | 248 | 5.9% |
| 4 | 237 | 5.6% |
| 2 | 236 | 5.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4220 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1027 | |
| / | 702 | |
| 9 | 373 | 8.8% |
| 6 | 330 | 7.8% |
| 7 | 294 | 7.0% |
| 0 | 290 | 6.9% |
| 8 | 283 | 6.7% |
| 3 | 248 | 5.9% |
| 4 | 237 | 5.6% |
| 2 | 236 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4220 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1027 | |
| / | 702 | |
| 9 | 373 | 8.8% |
| 6 | 330 | 7.8% |
| 7 | 294 | 7.0% |
| 0 | 290 | 6.9% |
| 8 | 283 | 6.7% |
| 3 | 248 | 5.9% |
| 4 | 237 | 5.6% |
| 2 | 236 | 5.6% |
Total Cholesterol (mg/dL)
Real number (ℝ)
High correlation
| Distinct | 202 |
|---|---|
| Distinct (%) | 28.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 199.05521 |
| Minimum | -1.256 |
|---|---|
| Maximum | 385.679 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1 |
| Negative (%) | 0.1% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | -1.256 |
|---|---|
| 5-th percentile | 109 |
| Q1 | 150 |
| median | 196 |
| Q3 | 254 |
| 95-th percentile | 292 |
| Maximum | 385.679 |
| Range | 386.935 |
| Interquartile range (IQR) | 104 |
Descriptive statistics
| Standard deviation | 61.263534 |
|---|---|
| Coefficient of variation (CV) | 0.30777157 |
| Kurtosis | -0.69599043 |
| Mean | 199.05521 |
| Median Absolute Deviation (MAD) | 52 |
| Skewness | -0.080024006 |
| Sum | 139736.76 |
| Variance | 3753.2206 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 109 | 9 | 1.3% |
| 179 | 9 | 1.3% |
| 295 | 8 | 1.1% |
| 192 | 8 | 1.1% |
| 132 | 7 | 1.0% |
| 257 | 7 | 1.0% |
| 166 | 7 | 1.0% |
| 256 | 7 | 1.0% |
| 126 | 7 | 1.0% |
| 252 | 6 | 0.9% |
| Other values (192) | 627 |
| Value | Count | Frequency (%) |
| -1.256 | 1 | 0.1% |
| 1.817 | 1 | 0.1% |
| 8.498 | 1 | 0.1% |
| 16.088 | 1 | 0.1% |
| 19.932 | 1 | 0.1% |
| 100 | 6 | |
| 101 | 3 | |
| 102 | 2 | 0.3% |
| 103 | 3 | |
| 104 | 2 | 0.3% |
| Value | Count | Frequency (%) |
| 385.679 | 1 | 0.1% |
| 300 | 2 | 0.3% |
| 299 | 4 | |
| 298 | 3 | 0.4% |
| 297 | 4 | |
| 296 | 6 | |
| 295 | 8 | |
| 294 | 3 | 0.4% |
| 293 | 4 | |
| 292 | 2 | 0.3% |
HDL (mg/dL)
Real number (ℝ)
| Distinct | 65 |
|---|---|
| Distinct (%) | 9.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55.823402 |
| Minimum | 0.612 |
|---|---|
| Maximum | 110.315 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 0.612 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 42 |
| median | 56 |
| Q3 | 69 |
| 95-th percentile | 81 |
| Maximum | 110.315 |
| Range | 109.703 |
| Interquartile range (IQR) | 27 |
Descriptive statistics
| Standard deviation | 16.501534 |
|---|---|
| Coefficient of variation (CV) | 0.29560244 |
| Kurtosis | -0.62959107 |
| Mean | 55.823402 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | -0.024720765 |
| Sum | 39188.028 |
| Variance | 272.30061 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 61 | 21 | 3.0% |
| 38 | 20 | 2.8% |
| 36 | 19 | 2.7% |
| 44 | 19 | 2.7% |
| 73 | 18 | 2.6% |
| 30 | 17 | 2.4% |
| 46 | 17 | 2.4% |
| 63 | 17 | 2.4% |
| 48 | 17 | 2.4% |
| 32 | 16 | 2.3% |
| Other values (55) | 521 |
| Value | Count | Frequency (%) |
| 0.612 | 1 | 0.1% |
| 1.276 | 1 | 0.1% |
| 6.283 | 1 | 0.1% |
| 7.542 | 1 | 0.1% |
| 30 | 17 | |
| 31 | 12 | |
| 32 | 16 | |
| 33 | 10 | |
| 34 | 16 | |
| 35 | 15 |
| Value | Count | Frequency (%) |
| 110.315 | 1 | 0.1% |
| 89 | 6 | |
| 88 | 2 | 0.3% |
| 87 | 3 | |
| 86 | 3 | |
| 85 | 3 | |
| 84 | 4 | |
| 83 | 5 | |
| 82 | 6 | |
| 81 | 5 |
Fasting Blood Sugar (mg/dL)
Real number (ℝ)
| Distinct | 127 |
|---|---|
| Distinct (%) | 18.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 116.85247 |
| Minimum | 70 |
|---|---|
| Maximum | 219.667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 70 |
|---|---|
| 5-th percentile | 74 |
| Q1 | 91.25 |
| median | 115 |
| Q3 | 137 |
| 95-th percentile | 175 |
| Maximum | 219.667 |
| Range | 149.667 |
| Interquartile range (IQR) | 45.75 |
Descriptive statistics
| Standard deviation | 30.805782 |
|---|---|
| Coefficient of variation (CV) | 0.2636297 |
| Kurtosis | -0.063420774 |
| Mean | 116.85247 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 0.57144669 |
| Sum | 82030.435 |
| Variance | 948.99622 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 107 | 13 | 1.9% |
| 93 | 13 | 1.9% |
| 122 | 12 | 1.7% |
| 70 | 12 | 1.7% |
| 89 | 11 | 1.6% |
| 113 | 11 | 1.6% |
| 98 | 11 | 1.6% |
| 88 | 11 | 1.6% |
| 150 | 11 | 1.6% |
| 148 | 11 | 1.6% |
| Other values (117) | 586 |
| Value | Count | Frequency (%) |
| 70 | 12 | |
| 71 | 5 | |
| 72 | 8 | |
| 73 | 9 | |
| 74 | 8 | |
| 75 | 10 | |
| 76 | 7 | |
| 77 | 10 | |
| 78 | 7 | |
| 79 | 5 |
| Value | Count | Frequency (%) |
| 219.667 | 1 | |
| 219.135 | 1 | |
| 218.019 | 1 | |
| 215.614 | 1 | |
| 197 | 1 | |
| 196 | 2 | |
| 195 | 2 | |
| 193 | 1 | |
| 192 | 2 | |
| 191 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 373 | |
| 0 | 329 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 373 | |
| 0 | 329 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 373 | |
| 0 | 329 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 702 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 373 | |
| 0 | 329 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 702 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 373 | |
| 0 | 329 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 702 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 373 | |
| 0 | 329 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 354 | |
| 0 | 348 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 354 | |
| 0 | 348 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 354 | |
| 0 | 348 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 702 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 354 | |
| 0 | 348 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 702 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 354 | |
| 0 | 348 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 702 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 354 | |
| 0 | 348 |
Physical Activity Level
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.1 KiB |
| 2 | |
|---|---|
| 1 | |
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 241 | |
| 1 | 232 | |
| 0 | 229 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 241 | |
| 1 | 232 | |
| 0 | 229 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 241 | |
| 1 | 232 | |
| 0 | 229 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 702 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 241 | |
| 1 | 232 | |
| 0 | 229 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 702 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 241 | |
| 1 | 232 | |
| 0 | 229 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 702 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 241 | |
| 1 | 232 | |
| 0 | 229 |
Family History of CVD
Categorical
Uniform
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.1 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 351 | |
| 0 | 351 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 351 | |
| 0 | 351 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 351 | |
| 0 | 351 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 702 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 351 | |
| 0 | 351 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 702 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 351 | |
| 0 | 351 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 702 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 351 | |
| 0 | 351 |
Waist-to-Height Ratio
Real number (ℝ)
High correlation
| Distinct | 310 |
|---|---|
| Distinct (%) | 44.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.52620306 |
| Minimum | 0.267 |
|---|---|
| Maximum | 0.804 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 0.267 |
|---|---|
| 5-th percentile | 0.403 |
| Q1 | 0.45525 |
| median | 0.523 |
| Q3 | 0.585 |
| 95-th percentile | 0.67395 |
| Maximum | 0.804 |
| Range | 0.537 |
| Interquartile range (IQR) | 0.12975 |
Descriptive statistics
| Standard deviation | 0.086745609 |
|---|---|
| Coefficient of variation (CV) | 0.16485197 |
| Kurtosis | 0.0086914845 |
| Mean | 0.52620306 |
| Median Absolute Deviation (MAD) | 0.0635 |
| Skewness | 0.42541141 |
| Sum | 369.39455 |
| Variance | 0.0075248007 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.561 | 7 | 1.0% |
| 0.423 | 7 | 1.0% |
| 0.578 | 7 | 1.0% |
| 0.475 | 7 | 1.0% |
| 0.484 | 6 | 0.9% |
| 0.412 | 6 | 0.9% |
| 0.431 | 6 | 0.9% |
| 0.552 | 6 | 0.9% |
| 0.48 | 6 | 0.9% |
| 0.446 | 6 | 0.9% |
| Other values (300) | 638 |
| Value | Count | Frequency (%) |
| 0.267 | 1 | |
| 0.278 | 1 | |
| 0.36 | 1 | |
| 0.37 | 1 | |
| 0.376 | 1 | |
| 0.379 | 1 | |
| 0.38 | 1 | |
| 0.3819344933 | 1 | |
| 0.382 | 1 | |
| 0.384 | 2 |
| Value | Count | Frequency (%) |
| 0.804 | 2 | |
| 0.787 | 2 | |
| 0.785 | 1 | |
| 0.783 | 1 | |
| 0.782 | 1 | |
| 0.78 | 1 | |
| 0.755 | 1 | |
| 0.749 | 1 | |
| 0.739 | 1 | |
| 0.735 | 2 |
Systolic BP
Real number (ℝ)
| Distinct | 87 |
|---|---|
| Distinct (%) | 12.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 125.86325 |
| Minimum | 90 |
|---|---|
| Maximum | 179 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 90 |
|---|---|
| 5-th percentile | 93.05 |
| Q1 | 108 |
| median | 125 |
| Q3 | 142 |
| 95-th percentile | 165.95 |
| Maximum | 179 |
| Range | 89 |
| Interquartile range (IQR) | 34 |
Descriptive statistics
| Standard deviation | 21.772815 |
|---|---|
| Coefficient of variation (CV) | 0.17298786 |
| Kurtosis | -0.57494361 |
| Mean | 125.86325 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | 0.3440853 |
| Sum | 88356 |
| Variance | 474.05545 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 111 | 17 | 2.4% |
| 113 | 16 | 2.3% |
| 144 | 16 | 2.3% |
| 125 | 16 | 2.3% |
| 101 | 15 | 2.1% |
| 102 | 15 | 2.1% |
| 136 | 14 | 2.0% |
| 116 | 14 | 2.0% |
| 132 | 14 | 2.0% |
| 127 | 14 | 2.0% |
| Other values (77) | 551 |
| Value | Count | Frequency (%) |
| 90 | 8 | |
| 91 | 12 | |
| 92 | 11 | |
| 93 | 5 | |
| 94 | 6 | |
| 95 | 11 | |
| 96 | 6 | |
| 97 | 8 | |
| 98 | 10 | |
| 99 | 9 |
| Value | Count | Frequency (%) |
| 179 | 4 | |
| 178 | 4 | |
| 177 | 3 | |
| 176 | 1 | 0.1% |
| 175 | 4 | |
| 174 | 2 | 0.3% |
| 173 | 3 | |
| 172 | 5 | |
| 171 | 2 | 0.3% |
| 170 | 2 | 0.3% |
Diastolic BP
Real number (ℝ)
| Distinct | 59 |
|---|---|
| Distinct (%) | 8.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.44302 |
| Minimum | 60 |
|---|---|
| Maximum | 119 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 60 |
|---|---|
| 5-th percentile | 61.05 |
| Q1 | 71 |
| median | 83 |
| Q3 | 94 |
| 95-th percentile | 113 |
| Maximum | 119 |
| Range | 59 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 15.019684 |
|---|---|
| Coefficient of variation (CV) | 0.17999928 |
| Kurtosis | -0.61401843 |
| Mean | 83.44302 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 0.35887064 |
| Sum | 58577 |
| Variance | 225.5909 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 83 | 20 | 2.8% |
| 61 | 20 | 2.8% |
| 95 | 19 | 2.7% |
| 64 | 19 | 2.7% |
| 81 | 18 | 2.6% |
| 78 | 18 | 2.6% |
| 66 | 18 | 2.6% |
| 84 | 17 | 2.4% |
| 97 | 17 | 2.4% |
| 91 | 17 | 2.4% |
| Other values (49) | 519 |
| Value | Count | Frequency (%) |
| 60 | 16 | |
| 61 | 20 | |
| 62 | 11 | |
| 63 | 17 | |
| 64 | 19 | |
| 65 | 17 | |
| 66 | 18 | |
| 67 | 10 | |
| 68 | 15 | |
| 69 | 16 |
| Value | Count | Frequency (%) |
| 119 | 5 | |
| 118 | 6 | |
| 117 | 1 | 0.1% |
| 116 | 4 | |
| 115 | 8 | |
| 114 | 7 | |
| 113 | 7 | |
| 112 | 4 | |
| 111 | 1 | 0.1% |
| 110 | 6 |
Estimated LDL (mg/dL)
Real number (ℝ)
High correlation
| Distinct | 220 |
|---|---|
| Distinct (%) | 31.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 115.28212 |
| Minimum | 1 |
|---|---|
| Maximum | 316.071 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 25.05 |
| Q1 | 63 |
| median | 113 |
| Q3 | 168 |
| 95-th percentile | 208.95 |
| Maximum | 316.071 |
| Range | 315.071 |
| Interquartile range (IQR) | 105 |
Descriptive statistics
| Standard deviation | 60.938738 |
|---|---|
| Coefficient of variation (CV) | 0.52860531 |
| Kurtosis | -0.8108189 |
| Mean | 115.28212 |
| Median Absolute Deviation (MAD) | 52 |
| Skewness | 0.18936808 |
| Sum | 80928.045 |
| Variance | 3713.5298 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 125 | 11 | 1.6% |
| 90 | 10 | 1.4% |
| 39 | 9 | 1.3% |
| 190 | 9 | 1.3% |
| 58 | 9 | 1.3% |
| 193 | 8 | 1.1% |
| 178 | 8 | 1.1% |
| 183 | 7 | 1.0% |
| 45 | 7 | 1.0% |
| 87 | 7 | 1.0% |
| Other values (210) | 617 |
| Value | Count | Frequency (%) |
| 1 | 4 | |
| 6 | 2 | |
| 7 | 1 | 0.1% |
| 8 | 1 | 0.1% |
| 9 | 3 | |
| 10 | 2 | |
| 12 | 2 | |
| 14 | 1 | 0.1% |
| 15 | 4 | |
| 16 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 316.071 | 1 | |
| 300.227 | 1 | |
| 298.492 | 1 | |
| 292.255 | 1 | |
| 237 | 1 | |
| 232 | 1 | |
| 230 | 1 | |
| 229 | 2 | |
| 228 | 1 | |
| 227 | 2 |
CVD Risk Score
Real number (ℝ)
High correlation
| Distinct | 606 |
|---|---|
| Distinct (%) | 86.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.826138 |
| Minimum | 10.53 |
|---|---|
| Maximum | 114.98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 10.53 |
|---|---|
| 5-th percentile | 13.11815 |
| Q1 | 15.2925 |
| median | 16.996 |
| Q3 | 18.895 |
| 95-th percentile | 21.7611 |
| Maximum | 114.98 |
| Range | 104.45 |
| Interquartile range (IQR) | 3.6025 |
Descriptive statistics
| Standard deviation | 12.431551 |
|---|---|
| Coefficient of variation (CV) | 0.66033465 |
| Kurtosis | 40.890308 |
| Mean | 18.826138 |
| Median Absolute Deviation (MAD) | 1.806 |
| Skewness | 6.3448598 |
| Sum | 13215.949 |
| Variance | 154.54347 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 14.4 | 4 | 0.6% |
| 17.7 | 4 | 0.6% |
| 17.05 | 4 | 0.6% |
| 16.56 | 3 | 0.4% |
| 16.02 | 3 | 0.4% |
| 15.81 | 3 | 0.4% |
| 16.85 | 3 | 0.4% |
| 14.16 | 3 | 0.4% |
| 18.55 | 3 | 0.4% |
| 17.65 | 3 | 0.4% |
| Other values (596) | 669 |
| Value | Count | Frequency (%) |
| 10.53 | 1 | |
| 10.86 | 1 | |
| 10.89 | 1 | |
| 11.25 | 1 | |
| 11.3 | 1 | |
| 11.6 | 1 | |
| 11.61 | 1 | |
| 11.633 | 1 | |
| 11.74 | 1 | |
| 11.835 | 1 |
| Value | Count | Frequency (%) |
| 114.98 | 1 | |
| 114.143 | 1 | |
| 111.008 | 1 | |
| 110.094 | 1 | |
| 104.271 | 1 | |
| 104.087 | 1 | |
| 104.002 | 1 | |
| 99.775 | 1 | |
| 99.371 | 1 | |
| 98.65 | 1 |
CVD Risk Level
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 27.1 KiB |
| HIGH | |
|---|---|
| INTERMEDIARY | |
| LOW |
Length
| Max length | 12 |
|---|---|
| Median length | 4 |
| Mean length | 6.7792023 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | HIGH |
|---|---|
| 2nd row | INTERMEDIARY |
| 3rd row | HIGH |
| 4th row | INTERMEDIARY |
| 5th row | LOW |
Common Values
| Value | Count | Frequency (%) |
| HIGH | 340 | |
| INTERMEDIARY | 257 | |
| LOW | 105 | 15.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| high | 340 | |
| intermediary | 257 | |
| low | 105 | 15.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 854 | |
| H | 680 | |
| E | 514 | |
| R | 514 | |
| G | 340 | 7.1% |
| N | 257 | 5.4% |
| T | 257 | 5.4% |
| M | 257 | 5.4% |
| D | 257 | 5.4% |
| A | 257 | 5.4% |
| Other values (4) | 572 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4759 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| I | 854 | |
| H | 680 | |
| E | 514 | |
| R | 514 | |
| G | 340 | 7.1% |
| N | 257 | 5.4% |
| T | 257 | 5.4% |
| M | 257 | 5.4% |
| D | 257 | 5.4% |
| A | 257 | 5.4% |
| Other values (4) | 572 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4759 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| I | 854 | |
| H | 680 | |
| E | 514 | |
| R | 514 | |
| G | 340 | 7.1% |
| N | 257 | 5.4% |
| T | 257 | 5.4% |
| M | 257 | 5.4% |
| D | 257 | 5.4% |
| A | 257 | 5.4% |
| Other values (4) | 572 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4759 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| I | 854 | |
| H | 680 | |
| E | 514 | |
| R | 514 | |
| G | 340 | 7.1% |
| N | 257 | 5.4% |
| T | 257 | 5.4% |
| M | 257 | 5.4% |
| D | 257 | 5.4% |
| A | 257 | 5.4% |
| Other values (4) | 572 |
Height (cm)
Real number (ℝ)
High correlation
| Distinct | 240 |
|---|---|
| Distinct (%) | 34.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 175.58129 |
| Minimum | 119.60621 |
|---|---|
| Maximum | 217.5578 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 27.1 KiB |
Quantile statistics
| Minimum | 119.60621 |
|---|---|
| 5-th percentile | 156.33 |
| Q1 | 166 |
| median | 176 |
| Q3 | 184.9645 |
| 95-th percentile | 196.59 |
| Maximum | 217.5578 |
| Range | 97.95159 |
| Interquartile range (IQR) | 18.9645 |
Descriptive statistics
| Standard deviation | 12.35242 |
|---|---|
| Coefficient of variation (CV) | 0.070351575 |
| Kurtosis | 0.34754014 |
| Mean | 175.58129 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | -0.032594218 |
| Sum | 123258.07 |
| Variance | 152.58229 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 181 | 21 | 3.0% |
| 189 | 21 | 3.0% |
| 163 | 20 | 2.8% |
| 166 | 20 | 2.8% |
| 176 | 19 | 2.7% |
| 183 | 18 | 2.6% |
| 169 | 18 | 2.6% |
| 185 | 18 | 2.6% |
| 170 | 17 | 2.4% |
| 173 | 17 | 2.4% |
| Other values (230) | 513 |
| Value | Count | Frequency (%) |
| 119.6062136 | 1 | |
| 138.8 | 1 | |
| 141 | 1 | |
| 146.3412148 | 1 | |
| 149.0997907 | 1 | |
| 150.3 | 1 | |
| 150.7 | 2 | |
| 150.7407239 | 1 | |
| 150.8 | 1 | |
| 150.9 | 1 |
| Value | Count | Frequency (%) |
| 217.5578037 | 1 | |
| 214.6 | 1 | |
| 213.9 | 1 | |
| 212.5544598 | 1 | |
| 211 | 1 | |
| 207.9703135 | 1 | |
| 203.6841132 | 1 | |
| 200 | 1 | |
| 199.8 | 2 | |
| 199.5377118 | 1 |
Interactions
Correlations
| Abdominal Circumference (cm) | Age | BMI | CVD Risk Level | CVD Risk Score | Diabetes Status | Diastolic BP | Estimated LDL (mg/dL) | Family History of CVD | Fasting Blood Sugar (mg/dL) | HDL (mg/dL) | Height (cm) | Height (m) | Physical Activity Level | Sex | Smoking Status | Systolic BP | Total Cholesterol (mg/dL) | Waist-to-Height Ratio | Weight (kg) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Abdominal Circumference (cm) | 1.000 | 0.080 | 0.046 | 0.051 | 0.116 | 0.077 | -0.001 | 0.065 | 0.028 | 0.016 | -0.022 | -0.013 | -0.013 | 0.023 | 0.000 | 0.000 | 0.078 | 0.056 | 0.875 | 0.065 |
| Age | 0.080 | 1.000 | 0.017 | 0.148 | 0.029 | 0.073 | 0.037 | -0.017 | 0.023 | 0.061 | 0.035 | 0.052 | 0.052 | 0.000 | 0.000 | 0.000 | 0.027 | -0.004 | 0.038 | 0.039 |
| BMI | 0.046 | 0.017 | 1.000 | 0.140 | 0.595 | 0.000 | 0.052 | 0.039 | 0.000 | 0.050 | -0.018 | -0.162 | -0.162 | 0.000 | 0.058 | 0.000 | 0.011 | 0.024 | 0.110 | 0.621 |
| CVD Risk Level | 0.051 | 0.148 | 0.140 | 1.000 | 0.070 | 0.157 | 0.131 | 0.138 | 0.176 | 0.184 | 0.139 | 0.100 | 0.100 | 0.139 | 0.000 | 0.234 | 0.154 | 0.136 | 0.037 | 0.098 |
| CVD Risk Score | 0.116 | 0.029 | 0.595 | 0.070 | 1.000 | 0.175 | 0.116 | 0.436 | 0.075 | 0.081 | 0.047 | -0.054 | -0.054 | 0.000 | 0.000 | 0.000 | 0.410 | 0.453 | 0.134 | 0.397 |
| Diabetes Status | 0.077 | 0.073 | 0.000 | 0.157 | 0.175 | 1.000 | 0.000 | 0.000 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.092 | 0.000 | 0.000 | 0.000 | 0.072 | 0.000 | 0.086 |
| Diastolic BP | -0.001 | 0.037 | 0.052 | 0.131 | 0.116 | 0.000 | 1.000 | 0.108 | 0.055 | 0.080 | -0.008 | 0.006 | 0.006 | 0.000 | 0.000 | 0.065 | 0.046 | 0.113 | -0.010 | 0.052 |
| Estimated LDL (mg/dL) | 0.065 | -0.017 | 0.039 | 0.138 | 0.436 | 0.000 | 0.108 | 1.000 | 0.043 | -0.005 | -0.160 | 0.034 | 0.034 | 0.032 | 0.035 | 0.000 | -0.013 | 0.929 | 0.035 | 0.005 |
| Family History of CVD | 0.028 | 0.023 | 0.000 | 0.176 | 0.075 | 0.020 | 0.055 | 0.043 | 1.000 | 0.087 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.031 | 0.000 |
| Fasting Blood Sugar (mg/dL) | 0.016 | 0.061 | 0.050 | 0.184 | 0.081 | 0.000 | 0.080 | -0.005 | 0.087 | 1.000 | 0.043 | 0.023 | 0.023 | 0.040 | 0.000 | 0.000 | 0.078 | 0.003 | -0.002 | 0.066 |
| HDL (mg/dL) | -0.022 | 0.035 | -0.018 | 0.139 | 0.047 | 0.000 | -0.008 | -0.160 | 0.000 | 0.043 | 1.000 | 0.024 | 0.024 | 0.036 | 0.071 | 0.085 | 0.092 | 0.093 | -0.024 | 0.023 |
| Height (cm) | -0.013 | 0.052 | -0.162 | 0.100 | -0.054 | 0.000 | 0.006 | 0.034 | 0.000 | 0.023 | 0.024 | 1.000 | 1.000 | 0.000 | 0.052 | 0.000 | 0.017 | 0.043 | -0.374 | 0.056 |
| Height (m) | -0.013 | 0.052 | -0.162 | 0.100 | -0.054 | 0.000 | 0.006 | 0.034 | 0.000 | 0.023 | 0.024 | 1.000 | 1.000 | 0.000 | 0.052 | 0.000 | 0.017 | 0.043 | -0.374 | 0.056 |
| Physical Activity Level | 0.023 | 0.000 | 0.000 | 0.139 | 0.000 | 0.092 | 0.000 | 0.032 | 0.000 | 0.040 | 0.036 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.052 | 0.000 | 0.018 |
| Sex | 0.000 | 0.000 | 0.058 | 0.000 | 0.000 | 0.000 | 0.000 | 0.035 | 0.000 | 0.000 | 0.071 | 0.052 | 0.052 | 0.000 | 1.000 | 0.024 | 0.000 | 0.000 | 0.063 | 0.052 |
| Smoking Status | 0.000 | 0.000 | 0.000 | 0.234 | 0.000 | 0.000 | 0.065 | 0.000 | 0.000 | 0.000 | 0.085 | 0.000 | 0.000 | 0.000 | 0.024 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Systolic BP | 0.078 | 0.027 | 0.011 | 0.154 | 0.410 | 0.000 | 0.046 | -0.013 | 0.000 | 0.078 | 0.092 | 0.017 | 0.017 | 0.000 | 0.000 | 0.000 | 1.000 | 0.014 | 0.049 | 0.021 |
| Total Cholesterol (mg/dL) | 0.056 | -0.004 | 0.024 | 0.136 | 0.453 | 0.072 | 0.113 | 0.929 | 0.000 | 0.003 | 0.093 | 0.043 | 0.043 | 0.052 | 0.000 | 0.000 | 0.014 | 1.000 | 0.026 | 0.007 |
| Waist-to-Height Ratio | 0.875 | 0.038 | 0.110 | 0.037 | 0.134 | 0.000 | -0.010 | 0.035 | 0.031 | -0.002 | -0.024 | -0.374 | -0.374 | 0.000 | 0.063 | 0.000 | 0.049 | 0.026 | 1.000 | 0.055 |
| Weight (kg) | 0.065 | 0.039 | 0.621 | 0.098 | 0.397 | 0.086 | 0.052 | 0.005 | 0.000 | 0.066 | 0.023 | 0.056 | 0.056 | 0.018 | 0.052 | 0.000 | 0.021 | 0.007 | 0.055 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| Patient ID | Date of Service | Sex | Age | Weight (kg) | Height (m) | BMI | Abdominal Circumference (cm) | Blood Pressure (mmHg) | Total Cholesterol (mg/dL) | HDL (mg/dL) | Fasting Blood Sugar (mg/dL) | Smoking Status | Diabetes Status | Physical Activity Level | Family History of CVD | Waist-to-Height Ratio | Systolic BP | Diastolic BP | Estimated LDL (mg/dL) | CVD Risk Score | CVD Risk Level | Height (cm) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 261 | LNRS9347 | 2020-10-02 | 0 | 39.0 | 88.700000 | 1.620 | 33.800 | 109.200 | 111/76 | 285.0 | 53.0 | 120.0 | 0 | 1 | 0 | 1 | 0.674 | 111 | 76 | 202.0 | 20.010 | HIGH | 162.0 |
| 900 | fqjX3678 | 2021-04-05 | 0 | 37.0 | 116.535000 | 1.812 | 28.502 | 76.302 | 118/78 | 143.0 | 61.0 | 145.0 | 0 | 1 | 1 | 1 | 0.421 | 118 | 78 | 52.0 | 16.460 | INTERMEDIARY | 181.2 |
| 474 | CCCH7410 | 28 Oct 22 | 1 | 57.0 | 104.800000 | 1.840 | 31.000 | 104.600 | 150/97 | 192.0 | 78.0 | 106.0 | 1 | 1 | 2 | 1 | 0.568 | 150 | 97 | 84.0 | 19.540 | HIGH | 184.0 |
| 503 | yddj0838 | February 17, 2023 | 1 | 54.0 | 53.967175 | 1.580 | 21.618 | 104.076 | 122/115 | 117.0 | 51.0 | 97.0 | 1 | 0 | 1 | 1 | 0.659 | 122 | 115 | 36.0 | 12.764 | INTERMEDIARY | 158.0 |
| 837 | QpUA6118 | 03-24-2024 | 0 | 40.0 | 63.657000 | 1.979 | 38.797 | 105.433 | 147/90 | 213.0 | 34.0 | 138.0 | 0 | 1 | 1 | 0 | 0.533 | 147 | 90 | 149.0 | 104.002 | LOW | 197.9 |
| 481 | KqCE1366 | 03 Jan 24 | 0 | 56.0 | 111.600000 | 1.810 | 34.100 | 86.000 | 102/100 | 161.0 | 69.0 | 145.0 | 1 | 1 | 1 | 0 | 0.475 | 102 | 100 | 62.0 | 17.140 | HIGH | 181.0 |
| 64 | Oloq3460 | April 15, 2025 | 1 | 37.0 | 92.900000 | 1.870 | 26.600 | 71.800 | 113/79 | 115.0 | 79.0 | 125.0 | 0 | 0 | 2 | 1 | 0.384 | 113 | 79 | 6.0 | 13.270 | INTERMEDIARY | 187.0 |
| 380 | CGWK5681 | April 13, 2021 | 1 | 62.0 | 103.370000 | 1.571 | 37.728 | 94.124 | 134/110 | 273.0 | 38.0 | 177.0 | 1 | 1 | 1 | 1 | 0.599 | 134 | 110 | 205.0 | 21.706 | LOW | 157.1 |
| 1176 | oSqq7069 | 18 Jun 23 | 1 | 38.0 | 68.516000 | 1.929 | 39.967 | 96.957 | 105/84 | 241.0 | 52.0 | 103.0 | 1 | 0 | 1 | 1 | 0.503 | 105 | 84 | 159.0 | 18.063 | HIGH | 192.9 |
| 688 | HDlO0262 | 12-15-2022 | 0 | 58.0 | 50.307000 | 1.633 | 28.206 | 75.421 | 122/119 | 260.0 | 62.0 | 124.0 | 1 | 1 | 2 | 0 | 0.462 | 122 | 119 | 168.0 | 18.941 | LOW | 163.3 |
| Patient ID | Date of Service | Sex | Age | Weight (kg) | Height (m) | BMI | Abdominal Circumference (cm) | Blood Pressure (mmHg) | Total Cholesterol (mg/dL) | HDL (mg/dL) | Fasting Blood Sugar (mg/dL) | Smoking Status | Diabetes Status | Physical Activity Level | Family History of CVD | Waist-to-Height Ratio | Systolic BP | Diastolic BP | Estimated LDL (mg/dL) | CVD Risk Score | CVD Risk Level | Height (cm) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 136 | wBZn8116 | 24 Jun 24 | 1 | 50.0 | 63.400 | 1.630 | 23.900000 | 76.3000 | 125/87 | 141.0 | 39.000 | 88.0 | 1 | 0 | 0 | 1 | 0.468 | 125 | 87 | 72.0 | 13.850 | HIGH | 163.0 |
| 691 | ZbGp3615 | September 05, 2024 | 1 | 28.0 | 116.072 | 1.508 | 19.613000 | 94.5760 | 97/101 | 143.0 | 50.000 | 120.0 | 0 | 0 | 0 | 0 | 0.627 | 97 | 101 | 63.0 | 11.633 | LOW | 150.8 |
| 22 | doLN1732 | February 18, 2021 | 0 | 27.0 | 114.312 | 1.688 | 25.163000 | 98.5792 | 140/106 | 210.0 | 41.000 | 80.0 | 1 | 0 | 0 | 0 | 0.584 | 140 | 106 | 139.0 | 16.233 | INTERMEDIARY | 168.8 |
| 785 | lSgT5725 | August 30, 2022 | 0 | 79.0 | 118.544 | 1.591 | 27.881000 | 91.3880 | 179/74 | 215.0 | 36.000 | 115.0 | 1 | 1 | 1 | 1 | 0.574 | 179 | 74 | 149.0 | 20.826 | LOW | 159.1 |
| 78 | JsXM5240 | 13/04/2022 | 0 | 29.0 | 80.428 | 1.865 | 38.709000 | 82.2870 | 151/93 | 108.0 | 59.000 | 121.0 | 1 | 0 | 1 | 1 | 0.441 | 151 | 93 | 19.0 | 17.452 | HIGH | 186.5 |
| 121 | rxiy3983 | 2021-07-06 | 1 | 32.0 | 71.700 | 1.720 | 24.200000 | 109.9000 | 150/84 | 170.0 | 38.000 | 92.0 | 1 | 0 | 1 | 1 | 0.639 | 150 | 84 | 102.0 | 15.740 | INTERMEDIARY | 172.0 |
| 309 | AUYM5970 | 2024-09-24 | 0 | 33.0 | 88.400 | 1.860 | 25.600000 | 90.1000 | 116/69 | 268.0 | 68.000 | 88.0 | 1 | 0 | 0 | 0 | 0.484 | 116 | 69 | 170.0 | 16.280 | HIGH | 186.0 |
| 1024 | NPoi0358 | 05-30-2025 | 1 | 58.0 | 98.300 | 1.900 | 27.229917 | 86.9000 | 112/84 | 168.0 | 74.000 | 78.0 | 0 | 0 | 2 | 1 | 0.457 | 112 | 84 | 64.0 | 14.400 | INTERMEDIARY | 190.0 |
| 491 | fLBK9308 | March 31, 2025 | 0 | 53.0 | 68.764 | 1.742 | 34.994000 | 94.3540 | 156/64 | 261.0 | 43.000 | 78.0 | 0 | 0 | 1 | 1 | 0.542 | 156 | 64 | 188.0 | 20.019 | LOW | 174.2 |
| 117 | qYlm8674 | 11-30-2024 | 0 | 36.0 | 83.700 | 1.830 | 25.000000 | 85.6000 | 136/60 | 117.0 | 7.542 | 86.0 | 1 | 0 | 2 | 0 | 0.468 | 136 | 60 | 57.0 | 14.140 | INTERMEDIARY | 183.0 |